Browsing by Author "Jabrullah Ab Hamid"
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- PublicationNon-communicable diseases and their associations with outpatient services utilisation: insight from a populationbased survey in Malaysia(2025)
;Awatef Amer Nordin ;Suhana Jawahir ;Adilius Manual ;Jabrullah Ab Hamid ;Iqbal Ab Rahim ;Sarah Nurain Mohd Noh ;Nur Elina Ab MutalibNurul Salwana Abu BakarObjectives: Multimorbidity has been recognised as a global public health issue, and individuals with multimorbidity have been found to have high healthcare utilisation. This study aims to estimate the prevalence of non-communicable diseases among adults in Malaysia, identify factors associated with multimorbidity, and assess the association between the number of non-communicable diseases and outpatient services utilisation. Design and setting: A retrospective secondary data analysis using data from the National Health and Morbidity Survey 2019, a cross-sectional household survey among the population in Malaysia. Participants: All adults aged 18 years and above. Outcome measures: The two outcome variables were multimorbidity and outpatient services utilisation. Characteristics of respondents and those having multimorbidity were described using complex sample descriptive statistics. We used multivariable logistic regression to determine the associated factors of having multimorbidity and the association between the number of non-communicable diseases and outpatient services utilisation. Results: Overall, 11 347 respondents were included in the analysis. This study found a prevalence of 11.4 (95% CI=10.43–12.39) for multimorbidity. Age, marital status and working status were the factors associated with multimorbidity. Adults with multimorbidity were high users of outpatient services (20.4%, 95%CI=17.5– 23.7), approximately threefold of adults with no non communicable diseases. In the final model, multimorbidity showed an adjusted OR of 3.28 (95% CI=2.48–4.32) for outpatient services utilisation. Conclusion: Understanding factors associated with multimorbidity and the magnitude of the impact of having multimorbidity towards outpatient services utilisation could help in future planning for healthcare system transformation. The recently launched Health White Paper for Malaysia has emphasised primary healthcare as a critical component to achieve aspirations of the health system, which includes equity and responsiveness. Strengthening primary care services and improving patient navigation across healthcare levels are critical to supporting individuals with multimorbidity. Avenues for further research include exploring a wider range of conditions and assessing the longitudinal impact of multimorbidity on healthcare utilisation and health outcomes. - PublicationThe impact of the COVID-19 pandemic on urban-rural outpatient primary care utilisation in Malaysia: a retrospective time series and spatiotemporal analysis(2025)
;Izzatur Rahmi Mohd Ujang ;Jabrullah Ab Hamid ;Normaizira Hamidi ;Asnida Anjang Ab RahmanRajini SooryanarayanaBackground: The COVID-19 pandemic significantly affected healthcare utilisation worldwide, underscoring the importance of monitoring it to indicate whether essential health services were maintained during crises. This study explored how the pandemic affected outpatient department (OPD) utilisation in public primary care facilities in Malaysia by analysing utilisation trends and comparing it across geographical regions, including urban-rural disparities. Methods: Monthly OPD attendance from 1,053 public primary care health clinics in Malaysia, from January 1, 2019, to June 30, 2021, was analysed. The study duration was divided into four distinct periods: pre-pandemic, pandemic with the first lockdown implementation, pandemic after the first lockdown was lifted, and pandemic with the second lockdown implementation. An interrupted time series analysis was conducted to assess the impact of different interventions at national, regional, urban-rural, and district levels. Data were then aggregated at the district level and the utilisation changes were visualised in a choropleth map. Additionally, simple linear regression (SLR) was performed to explore the association between utilisation changes and urbanisation rates of the district, for each period. Results: Nationally, OPD utilisation dropped by nearly 13% at the onset of the first lockdown and continued to decline by almost 24% monthly thereafter. In terms of urban-rural differences, urban areas in the Central and Eastern Regions showed greater fluctuations in OPD utilisation during different periods. Results from the SLR revealed that higher urbanisation rates were associated with more pronounced changes in utilisation, although the direction of these changes varied across time periods. Conclusion: The OPD utilisation was affected during the COVID-19 and sporadic urban-rural differences were observed in some areas of the country. This study offers important insights into the geographic and urban-rural patterns of healthcare utilisation during the pandemic, which are crucial in improving healthcare equity in Malaysia.